---
title: ASI V2.5 ZeroGPU Demo
emoji: 🚀
colorFrom: blue
colorTo: red
sdk: gradio
sdk_version: "4.44.0"
app_file: app.py
pinned: false
license: mit
---

# 🚀 ASI V2.5: ZeroGPU H200 Performance Demo

**REAL GPU ASI V2.5 Testing on NVIDIA H200!**

This Space demonstrates the **Adaptive Structured Intelligence V2.5** attention mechanism running on **ZeroGPU H200** with **70GB VRAM** - finally showing the real speedups ASI was designed for!

## ✨ Features

- 🚀 **ZeroGPU H200**: NVIDIA H200 with 70GB VRAM (FREE with Pro!)
- 🔥 **Real GPU Performance**: Actual CUDA optimizations and tensor cores
- 📈 **Long Sequences**: Test up to 8192 tokens (impossible on CPU)
- ⚡ **Mixed Precision**: FP16 optimization for H200
- 🎯 **Adaptive Attention**: Linear O(L) for long sequences, Exact O(L²) for short

## 🎯 Performance Expectations

| Sequence Length | Expected Speedup | Attention Type |
|-----------------|------------------|----------------|
| 1024 tokens     | 1.2-1.5x        | Linear         |
| 2048 tokens     | 1.5-2.0x        | Linear         |
| 4096 tokens     | 2.0-2.5x        | Linear         |
| 8192 tokens     | 2.5x+           | Linear         |

## 🔧 How to Use

1. Configure ASI parameters (threshold, feature_dim, etc.)
2. Set sequence lengths to test (try long ones!)
3. Click "Run ZeroGPU ASI V2.5 Test"
4. See REAL GPU speedups!

## 💡 Why ZeroGPU?

- ✅ **FREE** with HuggingFace Pro ($9/mois)
- ✅ **70GB VRAM** - handles very long sequences
- ✅ **NVIDIA H200** - latest architecture
- ✅ **8x quota** with Pro priority

## 🏆 Technical Details

- **ASI V2.5**: Adaptive attention switching
- **CUDA Optimized**: Tensor cores + mixed precision
- **Memory Efficient**: 70GB VRAM utilization
- **Production Ready**: Real deployment example

## 📊 Links

- 🤗 **Model**: [khopilot/asi-v25-longformer-core](https://huggingface.co/khopilot/asi-v25-longformer-core)
- 🐙 **GitHub**: [khopilot/asi-v25-longformer-core](https://github.com/khopilot/asi-v25-longformer-core)
- 📦 **PyPI**: [asi-v25-longformer](https://pypi.org/project/asi-v25-longformer/)

---

**Finally - ASI V2.5 running on real GPU with the speedups it was designed for!** 🚀